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He was a member of the Glasgow City Council between 1902-5 and unsuccessfully ran as an ILP candidate for Glasgow Camlachie in 1906, and Montrose in 1908 and 1910.
Chisholm stood unsuccessfully for Glasgow Camlachie in the 1895 general election and was Lord Provost of Glasgow between 1899 and 1902.